Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• Systems genetics of alcoholism.

  PMID 23584748 · PMC3860445 · Alcohol research & health : the journal of the National Institute on Alcohol Abuse and Alcoholism · 2008 · 8 claims · 8 setups

  Full-text index only

  Alcoholism is a multifactorial disease driven by interacting genetic, social, and environmental factors, with genetics accounting for 50-60% of risk.

  families drosophila mice han linkage metabolic gene

• A distinct clinical, neuropsychological and radiological phenotype is associated with progranulin gene mutations in a large UK series.

  PMID 18234697 · PMC2577762 · Brain : a journal of neurology · 2008 · 8 claims · 7 setups

  Full-text index only

  Five different pathogenic GRN mutations (frameshift/premature termination) were identified in 25 affected members of a large UK FTLD cohort, with no whole-gene deletions detected

  ftld grn genomic post-mortem clinical volumetric direct

• Timing constraints of in vivo gag mutations during primary HIV-1 subtype C infection.

  PMID 19890401 · PMC2768328 · PloS one · 2009 · 7 claims · 7 setups

  Full-text index only

  Reverse mutations to the wild type (HIV-1C consensus) in Gag appear significantly earlier than escape mutations from the wild type during primary infection

  hiv-1 same sequenced gag single-genome mhc hypermutation

• Mutation spectrum of homogentisic acid oxidase (HGD) in alkaptonuria.

  PMID 19862842 · PMC2830005 · Human mutation · 2009 · 8 claims · 6 setups

  Full-text index only

  Mutations in HGD, which encodes homogentisate dioxygenase, cause AKU by blocking conversion of homogentisic acid to maleylacetoacetic acid in the tyrosine catabolic pathway

  aku hgd recombinant hgd missense splice

• Investigating the genetic association between ERAP1 and ankylosing spondylitis.

  PMID 19692350 · PMC2758148 · Human molecular genetics · 2009 · 8 claims · 8 setups

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  The genetic association between ERAP1 and AS is confirmed in an independent replication cohort

  patients cases genotype comparison snp meta-analysis resequencing

• Dynamics of gut bacteriophage in diversity outbred mice studied over lifespan and during extreme caloric restriction.

  PMID 41772715 · PMC12983593 · Microbiome · 2026 · 8 claims · 8 setups

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  Quiescent prophages dominate gut viral metagenomes, consistent with 'piggyback-the-winner' dynamics

  fecal metagenomic custom subset shotgun viral kraken2-based

• The Multi-State Epigenetic Pacemaker enables the identification of combinations of factors that influence DNA methylation.

  PMID 39549198 · PMC11979089 · GeroScience · 2025 · 9 claims · 2 setups

  Has reproduction · 54

  The Multi-State Epigenetic Pacemaker (MSEPM) can accurately model multiple methylation-associated factors (e.g., age, sex, cell-type) simultaneously.

  blood simulated methylation simulation

• The relationship between PLOD1 expression level and glioma prognosis investigated using public databases.

  PMID 34040895 · PMC8127981 · PeerJ · 2021 · 8 claims · 8 setups

  Has reproduction · 79

  PLOD1 mRNA expression is significantly higher in glioma tissue than in normal brain tissue

  glioma gbm cancer gene online genomic

• Molecular Classification Models for Triple Negative Breast Cancer Subtype Using Machine Learning.

  PMID 34575658 · PMC8472680 · Journal of personalized medicine · 2021 · 7 claims · 4 setups

  Has reproduction · 86

  TNBC can be divided into four gene-expression-defined subtypes: BLIA, BLIS, MES, and LAR

  tnbc unique 719-gene gene term machine

• Clustering and machine learning-based integration identify cancer associated fibroblasts genes' signature in head and neck squamous cell carcinoma.

  PMID 37065499 · PMC10098459 · Frontiers in genetics · 2023 · 8 claims · 8 setups

  Has reproduction · 63

  Clustering of 31 CAFs genes across 868 HNSCC samples identifies two distinct molecular patterns (C1, C2) with different survival outcomes

  hnscc combined gse164690 tcga-hnsc ssgsea unsupervised immune

• Developing a thyroid cancer differentiation state classification system using deep residual networks and metabolic signature profiling.

  PMID 40993300 · PMC12460824 · NPJ digital medicine · 2025 · 8 claims · 8 setups

  Has reproduction

  Metabolic status is closely tied to tumor differentiation state, with distinct metabolic reprogramming occurring during thyroid cancer dedifferentiation

  thyroid fuscc gse193581 aggregated untargeted whole-exome transcriptomics

• Partial correlation network analysis identifies coordinated gene expression within a regional cluster of COPD genome-wide association signals.

  PMID 39418301 · PMC11521246 · PLoS computational biology · 2024 · 7 claims · 4 setups

  Has reproduction · 23

  COPD GWAS risk loci are statistically more clustered across the genome than expected by chance, with chromosome 4q containing a notably dense cluster of five loci within 70Mb.

  lung genes independent genome-wide rna-seq partial gene

• Association between Arsenic Level, Gene Expression in Asian Population, and In Vitro Carcinogenic Bladder Tumor.

  PMID 35039759 · PMC8760535 · Oxidative medicine and cellular longevity · 2022 · 8 claims · 8 setups

  Has reproduction

  A unique set of 147 genes associated with arsenic exposure links to molecular mechanisms of cancer

  blood myeloma bladder differentially microarray gene pls-da

• Machine learning developed an intratumor heterogeneity signature for predicting clinical outcome and immunotherapy benefit in bladder cancer.

  PMID 39100839 · PMC11291408 · Translational andrology and urology · 2024 · 8 claims · 8 setups

  Has reproduction · 40

  An integrative machine learning procedure (10 methods, 101 algorithm combinations) identified an Enet (alpha=0.2)-based intratumor heterogeneity-related signature (IRS) with the highest average C-index (0.69) across TCGA and GEO cohorts

  bladder skin bulk integrative immune

• NK2R control of energy expenditure and feeding to treat metabolic diseases.

  PMID 39537932 · PMC11602716 · Nature · 2024 · 8 claims · 8 setups

  Has reproduction · 87

  NK2R activation is sufficient to suppress appetite centrally and increase energy expenditure peripherally

  european-ancestry brain nk2r greenlandic gwas transcriptome-wide receptor

• Integrated weighted gene co-expression network analysis with an application to chronic fatigue syndrome.

  PMID 18986552 · PMC2625353 · BMC systems biology · 2008 · 8 claims · 6 setups

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  Integrated WGCNA (IWGCNA), which adds genetic marker-based causality testing to standard WGCNA, can identify a disease-related module and its causal drivers

  cfs most candidate second microarray snp weighted

• Adjustment of genomic waves in signal intensities from whole-genome SNP genotyping platforms.

  PMID 18784189 · PMC2577347 · Nucleic acids research · 2008 · 8 claims · 6 setups

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  Genomic waves are present in both Illumina and Affymetrix SNP genotyping arrays, confirming they are not platform-specific

  representative illumina six snp serial concentration

• Associations between hepatitis B virus genotype and mutants and the risk of hepatocellular carcinoma.

  PMID 18695135 · PMC2518166 · Journal of the National Cancer Institute · 2008 · 8 claims · 7 setups

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  HBV genotype C is an independent risk factor for HCC compared with genotype B

  plasma serum cohort epidemiological real-time direct radioimmunoassay

• Variants in the estrogen receptor alpha gene and its mRNA contribute to risk for schizophrenia.

  PMID 18424448 · PMC2465798 · Human molecular genetics · 2008 · 8 claims · 8 setups

  Full-text index only

  Genotype CC (rs2234693/PvuII) and C-allele-containing haplotypes in ESR1 intron 1 are more frequent in African American schizophrenics than controls

  genomic postmortem nimhgi esr1 targeted case-control family-based

• SNP selection for genes of iron metabolism in a study of genetic modifiers of hemochromatosis.

  PMID 18366708 · PMC2289803 · BMC medical genetics · 2008 · 7 claims · 6 setups

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  Illumina validation/design scores above 0.6 are not strongly correlated with actual SNP genotyping performance (Gentrain score)

  randomly heirs seattlesnps african resequencing genome-wide tag